Top 23
Prep plan
Updated weekly · Last refresh Oct 17

Pinterest Data Engineer Interview Questions

The questions to prepare for a Pinterest Data Engineer interview. Questions from real interview reports rank first. Updated daily.

23questions
~4htotal time
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1
PipelinesStart here. 12 questions · ~117 min
Design Real-Time Sensor Event PipelineHard

Design a real-time pipeline for sensor events that transforms data and feeds a UI with low latency.

Stream ProcessingOrchestrationDependenciesPinterest
Fault Tolerance in Data PipelinesHard

Approach for building fault tolerance into a distributed data pipeline, including retries, idempotency, and recovery controls.

InfrastructureIdempotencyQualityPinterest
Batch vs Stream Processing Trade-offsMedium

Compare batch and stream processing across latency, complexity, cost, and data quality in a modern analytics pipeline.

InfrastructureStream ProcessingETLPinterest
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2
SQL & Data Manipulation4 questions + 1 drill · ~49 min
Optimizing Slow SQL QueriesHard
Practice

Explain how to optimize a slow PostgreSQL aggregation query involving Pinterest creators, pins, and saves.

Performance Tuningdatabase optimizationindexesPinterest
Partitioning and Sharding at ScaleHard
Practice

Measure event balance across database shards and identify overloaded or underutilized shards.

distributed databasesdatabase designshardingPinterest
Joining Large Tables in SQLHard

Evaluates your skill in query optimization for complex joins at scale.

JoinsPinterest
Data Cleaning and Rolling DAUHard
Practice
Recently asked
Practice drill

Clean missing interaction records and calculate Pinterest's rolling 7-day active user count with PostgreSQL.

missing valuesdata cleaningnull handlingPinterest
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3
Behavioral & Leadership6 questions · ~59 min
Fixing a Critical Process BottleneckMedium

Tests ownership and prioritization in process improvement, with emphasis on root-cause diagnosis, execution, and measurable operational impact.

process improvementLeadershipProblem SolvingPinterest
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4
More topics1 question · ~10 min
Efficient Aggregation of Unstructured LogsMedium
Practice

Parse semi-structured log lines and aggregate event counts by service and severity.

aggregationCodingfunction implementationPinterest
The finish line: interview-readyComplete all 23 questions plus 1 hands-on drill to finish this plan.